Individual skill
zarr-python
Chunked N-D arrays for cloud storage. Compressed arrays, parallel I/O, S3/GCS integration, NumPy/Dask/Xarray compatible, for large-scale scientific computing pipelines.
cli-tool/components/skills/scientific/zarr-python/SKILL.md
Source commit ad81bf053f80b626801decf425f501ba49983d98
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 33,242
- Repository last updated
- Nov 9, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- anthropic Repository topic
- anthropic-claude Repository topic
- claude Repository topic
- claude-code Repository topic
- agent-skills Repository topic
- ai-agents Repository topic
- claude-code-plugins Repository topic
- cli Repository topic
- mcp Repository topic
- registry Repository topic
- research Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesSKILL.mdcore · 19,986 bytesreferences/api_reference.mddoc · 12,538 bytes
Read excerpt
# Zarr Python
## Overview
Zarr is a Python library for storing large N-dimensional arrays with chunking and compression. Apply this skill for efficient parallel I/O, cloud-native workflows, and seamless integration with NumPy, Dask, and Xarray.
## Quick Start
### Installation
```bash
uv pip install zarr
```